Partners & affiliations

Linguamatics partners and collaborates with numerous companies, academic and governmental organizations, to bring customers the right solution for their needs and to develop next generation capabilities.

Some examples of recent and ongoing collaborations are shown below.

If you are interested in partnering with Linguamatics, please contact us.


Technology Partners



ChemAxon provides cheminformatics software platforms, applications and services to optimize the value of chemistry information in life science and other R&D. Our mission is to enable scientists to manage their chemical and related data via an intuitive, powerful and cost effective informatics tools, developed together with our customers and partners.

ChemAxon has been partnering Linguamatics since 2009 first by providing chemical search capabilities to Linguamatics’ text mining platform. In 2010 it has been extended by ChemAxon’s chemical name recognition intelligence in scope of the EUREKA’s Eurostars project resulting in the creation of the first interactive text mining system designed for chemistry. This system combines advanced chemical search and extraction of relationship between structures and other biological or chemical entities.
For more information visit



Biovia (formerly Accelrys), a leading scientific enterprise R&D software and services company, supports industries and organizations that rely on scientific innovation to differentiate themselves. The industry-leading Biovia Enterprise Platform provides a broad, flexible scientific solution optimized to integrate the diversity of science, experimental processes and information requirements across the research, development, process scale-up and early manufacturing phases of product development. By incorporating capabilities in applications for modeling and simulation, enterprise lab management, workflow and automation, and data management and informatics, Biovia enables scientific innovators to access, organize, analyze and share data in unprecedented ways, ultimately enhancing innovation, improving productivity and compliance, reducing costs and speeding time from lab to market. For more information visit



KNIME is the leading open platform for data-driven innovation helping organizations to stay ahead of change. Innovative organizations use our open-source, enterprise-grade analytics platform to discover the potential hidden in their data, mine for fresh insights, or predict new futures. Quick to deploy, easy to scale and intuitive to use, KNIME is used in over 60 countries on data of every kind: from numbers to images, molecules to humans, signals to complex networks, from kilo- to petabytes, or simple reports to complex analyses. As a technology partner of KNIME, Linguamatics provides a set of nodes, known as the I2E KNIME nodes, to integrate I2E text mining into KNIME. These nodes use the I2E Web Service API to connect to any accessible I2E Server in order to create or query I2E indexes, as well as download and export the results. With the I2E KNIME nodes it is possible to combine the best of two worlds: advanced I2E text mining and over 1000 KNIME nodes for data manipulation, transformation, advanced analytics, and much more. KNIME is developed and supported by AG. Learn more at


Cambridge Semantics Inc.

Cambridge Semantics provides an open, standards-based software suite called Anzo to build & deploy Unified Information Applications, driven by Semantic Web technology. Unified Information Applications are interactive business applications that link structured and unstructured data from any source and empower enterprise knowledge workers to better analyze data and automate on-going & ad-hoc business processes. Customers and partners are using our Anzo software suite to build varied software solutions in areas such as Pharma Competitive Intelligence, Insider Trading Detection, and Compliance Information Management, among others. Our customers include leading Fortune 500 companies in life sciences, financial services, government, retail, media & communications and other markets. More information about the company can be found at


Pentavere Research Group is a Canadian-based company whose mission is to leverage insights from real world evidence in order to improve healthcare outcomes for all.  Pentavere’s technology platform daRWEn ™ contains a vast and growing repository of insights from the primary care clinical setting, structured through the integration of natural language processing on a big data platform. daRWEn ™  allows customers to combine Pentavere’s real world evidence with their own data assets to visualize insights into population health.



Recognized as a leader in the Gartner Magic Quadrant for Enterprise Search and other analysts' reports, Sinequa provides a cognitive search and analytics platform for Fortune Global 2000 companies and government agencies. Using advanced Natural Language Processing (NLP) and Machine Learning algorithms, the solution offers insights extracted from structured and unstructured data. Millions of users in the world's largest and most information-intensive organizations, including Airbus, AstraZeneca, Atos, Biogen, UCB, Credit Agricole, Mercer, and Siemens, rely on Sinequa to put business-critical information at the fingertips of their employees. Sinequa develops its expertise and its business around the world with a broad network of technology and business partners. Sinequa is a founding sponsor of the Cognitive Computing Consortium. For more information,


Varian Medical Systems focuses energy on saving lives and is the world's leading manufacturer of medical devices and software for treating and managing cancer. Headquartered in Palo Alto, California, Varian employs approximately 6,400 people at sites around the world. For more information, visit and follow @VarianMedSys on Twitter.



Cloudera delivers the modern data management and analytics platform built on Apache Hadoop and the latest open source technologies. The world’s leading organizations trust Cloudera to help solve their most challenging business problems with Cloudera Enterprise, the fastest, easiest and most secure data platform available for the modern world. Cloudera customers efficiently capture, store, process and analyze vast amounts of data, empowering them to use advanced analytics to drive business decisions quickly, flexibly and at lower cost than has been possible before.

Linguamatics is Cloudera Certified and is able to apply our I2E NLP platform to the vast stores of unstructured data held in Hadoop


Content Partners



Copyright Clearance Center

Copyright Clearance Center (CCC), a leading global rights-licensing technology organization, provides solutions that simplify compliance for content users, promotes the work of creators and supports the principles of copyright. A rights broker for the world’s most sought-after journals, books, blogs, movies and more, CCC makes it easy for businesses and academic institutions to use, share and store copyrighted material while compensating content creators for their works. With its international subsidiary, RightsDirect, CCC serves more than 35,000 customers and 12,000 publishers around the world. CCC’s RightFind™ XML for Mining solution is integrated with Linguamatics I2E software enabling users to create a corpus of full-text articles in XML format for mining. For more information, visit


RealHealthData was established with the simple goal of creating actionable data from medical records. The dataset of detailed narrative medical records provides a unique perspective on patient conditions and their interactions with physicians. De-identified medical records are compiled into a single database which can be queried for diseases, medications, devices, reason for medication switching and any other elements in a real clinical setting. RealHealthData´s database contains tens of millions of records, spanning across all major specialties and 50 States.  Our ultimate goal is to provide our clients with customized and unprecedented access to real-world healthcare outcomes.

IFI Claims

IFI CLAIMS Patent Services is a leading provider of global patent data. Linguamatics uses IFI’s innovative CLAIMS Direct Web Service to provide global patent data for the I2E Patent Mining Solution. IFI’s database is continually being updated to ensure that patent documents, legal status and classifications are always up to date.  

IFI patent data is available as a cloud based hosted service or as an on-premise solution. The on-premise option provides a complete full text patent database in the customer’s data center to support Linguamatics I2E and other workflow applications. Customers can search and view documents in complete privacy.  

IFI CLAIMS translates Chinese, Japanese, Korean and German patent full text into English using its proprietary statistical machine translation engine. This system was trained specifically for patent translations. New collections are constantly being added – recent additions include India and Russia.

Please visit us at

Dow Jones




AMIA, the leading professional association for informatics professionals, serves as the voice of the nation’s top biomedical and health informatics professionals and plays an important role in medicine, health care, and science, encouraging the use of data, information and knowledge to improve both human health and delivery of healthcare services. More about AMIA is online at



HIMSS is a global, cause-based, not-for-profit organization focused on better health through information technology (IT). HIMSS leads efforts to optimize health engagements and care outcomes using information technology.

HIMSS is a cause-based, global enterprise producing health IT thought leadership, education, events, market research and media services around the world. Founded in 1961, HIMSS encompasses more than 52,000 individuals, of which more than two-thirds work in healthcare provider, governmental and not-for-profit organizations across the globe, plus over 600 corporations and 250 not-for-profit partner organizations, that share this cause. HIMSS, headquartered in Chicago, serves the global health IT community with additional offices in the United States, Europe and Asia.

Milner Therapeutics

The Milner Therapeutics Institute is a global therapeutic alliance based in Cambridge, dedicated to the conversion of basic science into therapies. Its mission is to foster close collaborative interactions between academia and industry to accelerate medical advancement. The Institute represents a new 'open borders' paradigm, with no physical boundaries and a flexible operational model. Its agenda is to make a difference to therapy.

The Pistoia Alliance

The Pistoia Alliance is a group of life sciences industry experts. We use pre-competitive collaboration to address issues around aggregating, accessing, and sharing data that are essential to innovation, but provide little competitive advantage. We have a strong track record in delivering value from our projects, providing our membership with perspective on current problems, and being a source of impartial opinion. We were established in 2009 by representatives of AstraZeneca, GSK, Novartis and Pfizer who met at a conference in Pistoia, Italy. Our projects transform R&D innovation through pre-competitive collaboration. We bring together the key constituents to identify the root causes that lead to R&D inefficiencies. We develop best practices and technology pilots to overcome common obstacles. Our members collaborate as equals on open projects that generate significant value for the worldwide life sciences community.